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Velazquez-Caldelas TE, Zamora-Fuentes JM, Hernandez-Lemus E. Coordinated inflammation and immune response transcriptional regulation in breast cancer molecular subtypes. Front Immunol 2024; 15:1357726. [PMID: 38983850 PMCID: PMC11231215 DOI: 10.3389/fimmu.2024.1357726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 06/03/2024] [Indexed: 07/11/2024] Open
Abstract
Breast cancer, characterized by its complexity and diversity, presents significant challenges in understanding its underlying biology. In this study, we employed gene co-expression network analysis to investigate the gene composition and functional patterns in breast cancer subtypes and normal breast tissue. Our objective was to elucidate the detailed immunological features distinguishing these tumors at the transcriptional level and to explore their implications for diagnosis and treatment. The analysis identified nine distinct gene module clusters, each representing unique transcriptional signatures within breast cancer subtypes and normal tissue. Interestingly, while some clusters exhibited high similarity in gene composition between normal tissue and certain subtypes, others showed lower similarity and shared traits. These clusters provided insights into the immune responses within breast cancer subtypes, revealing diverse immunological functions, including innate and adaptive immune responses. Our findings contribute to a deeper understanding of the molecular mechanisms underlying breast cancer subtypes and highlight their unique characteristics. The immunological signatures identified in this study hold potential implications for diagnostic and therapeutic strategies. Additionally, the network-based approach introduced herein presents a valuable framework for understanding the complexities of other diseases and elucidating their underlying biology.
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Affiliation(s)
| | | | - Enrique Hernandez-Lemus
- Computational Genomics Division, National Institute of Genomic Medicine, Mexico City, Mexico
- Center for Complexity Sciences, Universidad Nacional Autónoma de México, Mexico City, Mexico
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Castilha EP, Curti RRDJ, de Oliveira JN, Vitiello GAF, Guembarovski RL, Couto-Filho JD, Oliveira KBD. APOBEC3A/B Polymorphism Is Not Associated with Human Papillomavirus Infection and Cervical Carcinogenesis. Pathogens 2023; 12:pathogens12050636. [PMID: 37242306 DOI: 10.3390/pathogens12050636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 04/17/2023] [Accepted: 04/20/2023] [Indexed: 05/28/2023] Open
Abstract
The persistence of a high-risk Human papillomavirus (HPV-HR) infection of the cervix results in different manifestations of lesions depending on the immunologic capacity of the host. Variations in apolipoprotein B mRNA editing enzyme catalytic polypeptide (APOBEC)-like genes, such as the APOBEC3A/B deletion hybrid polymorphism (A3A/B), may contribute to cervical malignancy in the presence of HPV. The aim of this study was to investigate the association between the A3A/B polymorphism and HPV infection and the development of cervical intraepithelial lesions and cervical cancer in Brazilian women. The study enrolled 369 women, who were categorized according to the presence of infection and subdivided according to the degree of intraepithelial lesion and cervical cancer. APOBEC3A/B was genotyped by allele-specific polymerase chain reaction (PCR). As for the A3A/B polymorphism, the distribution of genotypes was similar between groups and among the analyzed subgroups. There were no significant differences in the presence of infection or development of lesions, even after exclusion of confounding factors. This is the first study to show that the A3A/B polymorphism is not associated with HPV infection and the development of intraepithelial lesions and cervical cancer in Brazilian women.
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Affiliation(s)
- Eliza Pizarro Castilha
- Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Londrina 86057-970, PR, Brazil
| | - Rafaela Roberta de Jaime Curti
- Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Londrina 86057-970, PR, Brazil
| | - Janaina Nicolau de Oliveira
- Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Londrina 86057-970, PR, Brazil
| | | | - Roberta Losi Guembarovski
- Department of Biological Sciences, Biological Sciences Center, State University of Londrina, Londrina 86057-970, PR, Brazil
| | | | - Karen Brajão de Oliveira
- Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Londrina 86057-970, PR, Brazil
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de Sousa Pereira N, Vitiello GAF, Amarante MK. Involvement of APOBEC3A/B Deletion in Mouse Mammary Tumor Virus (MMTV)-like Positive Human Breast Cancer. Diagnostics (Basel) 2023; 13:diagnostics13061196. [PMID: 36980505 PMCID: PMC10047902 DOI: 10.3390/diagnostics13061196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
The association between mouse mammary tumor virus (MMTV)-like sequences and human breast cancer (BC) is largely documented in the literature, but further research is needed to determine how they influence carcinogenesis. APOBEC3 cytidine deaminases are viral restriction factors that have been implicated in cancer mutagenesis, and a germline deletion that results in the fusion of the APOBEC3A coding region with the APOBEC3B 3'-UTR has been linked to increased mutagenic potential, enhanced risk of BC development, and poor prognosis. However, little is known about factors influencing APOBEC3 family activation in cancer. Thus, we hypothesized that MMTV infection and APOBEC3-mediated mutagenesis may be linked in the pathogenesis of BC. We investigated APOBEC3A/B genotyping, MMTV-like positivity, and clinicopathological parameters of 209 BC patients. We show evidence for active APOBEC3-mediated mutagenesis in human-derived MMTV sequences and comparatively investigate the impact of APOBEC3A/B germline deletion in MMTV-like env positive and negative BC in a Brazilian cohort. In MMTV-like negative samples, APOBEC3A/B deletion was negatively correlated with tumor stage while being positively correlated with estrogen receptor expression. Although APOBEC3A/B was not associated with MMTV-like positivity, samples carrying both MMTV-like positivity and APOBEC3A/B deletion had the lowest age-at-diagnosis of all study groups, with all patients being less than 50 years old. These results indicate that APOBEC3 mutagenesis is active against MMTV-like sequences, and that APOBEC3A/B deletion might act along with the MMTV-like presence to predispose people to early-onset BC.
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Affiliation(s)
- Nathália de Sousa Pereira
- Oncology Laboratory, Department of Pathology, Clinical and Toxicological Analyses, Health Sciences Center, Londrina State University, Londrina 86057-970, PR, Brazil
| | | | - Marla Karine Amarante
- Oncology Laboratory, Department of Pathology, Clinical and Toxicological Analyses, Health Sciences Center, Londrina State University, Londrina 86057-970, PR, Brazil
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Sofiyeva N, Krakstad C, Halle MK, O'Mara TA, Romundstad P, Hveem K, Vatten L, Lønning PE, Gansmo LB, Knappskog S.
APOBEC3A
/B
deletion polymorphism and endometrial cancer risk. Cancer Med 2022; 12:6659-6667. [PMID: 36394079 PMCID: PMC10067079 DOI: 10.1002/cam4.5448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 11/01/2022] [Accepted: 11/04/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND A common 30 kb deletion affecting the APOBEC3A and APOBEC3B genes has been linked to increased APOBEC activity and APOBEC-related mutational signatures in human cancers. The role of this deletion as a cancer risk factor remains controversial. MATERIALS AND METHODS We genotyped the APOBEC3A/B deletion in a sample of 1,470 Norwegian endometrial cancer cases and compared to 1,918 healthy controls. For assessment across Caucasian populations, we mined genotypes of the SNP rs12628403, which is in strong linkage disequilibrium with the deletion, in a GWAS dataset of 4,274 cases and 18,125 healthy controls, through the ECAC consortium. RESULTS We found the APOBEC3A/B deletion variant to be significantly associated with reduced risk of endometrial cancer among Norwegian women (OR = 0.75; 95% CI = 0.62-0.91; p = 0.003; dominant model). Similar results were found in the subgroup of endometrioid endometrial cancer (OR = 0.64; 95% CI = 0.51-0.79; p = 3.6 × 10-5 ; dominant model). The observed risk reduction was particularly strong among individuals in the range of 50-60 years of age (OR = 0.51; 95% CI = 0.33-0.78; p = 0.002; dominant model). In the different populations included in the ECAC dataset, the ORs varied from 0.85 to 1.05. Although five out of six populations revealed ORs <1.0, the overall estimate was nonsignificant and, as such, did not formally validate the findings in the Norwegian cohort. CONCLUSION The APOBEC3A/B deletion polymorphism is associated with a decreased risk of endometrial cancer in the Norwegian population.
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Affiliation(s)
- Nigar Sofiyeva
- K.G. Jebsen Center for Genome‐Directed Cancer Therapy, Department of Clinical Science University of Bergen Bergen Norway
- Department of Oncology Haukeland University Hospital Bergen Norway
| | - Camilla Krakstad
- Department of Clinical Science, Centre for Cancer Biomarkers University of Bergen Bergen Norway
- Department of Obstetrics and Gynaecology Haukeland University Hospital Bergen Norway
| | - Mari K. Halle
- Department of Clinical Science, Centre for Cancer Biomarkers University of Bergen Bergen Norway
- Department of Obstetrics and Gynaecology Haukeland University Hospital Bergen Norway
| | - Tracy A. O'Mara
- Cancer Program QIMR Berghofer Medical Research Institute Brisbane Australia
| | - Pål Romundstad
- Department of Public Health, Faculty of Medicine Norwegian University of Science and Technology Trondheim Norway
| | - Kristian Hveem
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health, Faculty of Medicine Norwegian University of Science and Technology Trondheim Norway
| | - Lars Vatten
- Department of Public Health, Faculty of Medicine Norwegian University of Science and Technology Trondheim Norway
| | - Per E. Lønning
- K.G. Jebsen Center for Genome‐Directed Cancer Therapy, Department of Clinical Science University of Bergen Bergen Norway
- Department of Oncology Haukeland University Hospital Bergen Norway
| | - Liv B. Gansmo
- K.G. Jebsen Center for Genome‐Directed Cancer Therapy, Department of Clinical Science University of Bergen Bergen Norway
- Department of Oncology Haukeland University Hospital Bergen Norway
| | - Stian Knappskog
- K.G. Jebsen Center for Genome‐Directed Cancer Therapy, Department of Clinical Science University of Bergen Bergen Norway
- Department of Oncology Haukeland University Hospital Bergen Norway
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de Sousa Pereira N, Akelinghton Freire Vitiello G, Karina Banin-Hirata B, Scantamburlo Alves Fernandes G, José Sparça Salles M, Karine Amarante M, Angelica Ehara Watanabe M. Mouse Mammary Tumor Virus (MMTV)-Like env Sequence in Brazilian Breast Cancer Samples: Implications in Clinicopathological Parameters in Molecular Subtypes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17249496. [PMID: 33352945 PMCID: PMC7766913 DOI: 10.3390/ijerph17249496] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 12/11/2020] [Accepted: 12/15/2020] [Indexed: 01/10/2023]
Abstract
Background: Breast cancer (BC) is a complex disease in which susceptibility and clinical course depend on multiple factors. Evidence suggests that a mouse mammary tumor virus (MMTV)-homolog may be present in human BCs; however, little is known about its clinical implications. Methods: MMTV-like env nucleotide-sequence was searched in tumor and tumor-adjacent tissues from 217 Brazilian BC patients through nested-PCR and confirmed through PCR-sequencing. Blood samples were also tested for patients with MMTV-like env gene-positive tumors. Correlations with clinicopathological parameters were evaluated. Results: MMTV-like env sequence was detected in tumor and tumor-adjacent tissue samples from 41/217 and 30/196 patients, respectively. In blood, MMTV-like was detected in 17/32 patients. In Luminal-B tumors, MMTV-like in tumor tissue was negatively correlated with tumor size and disease stage, whereas in HER2 tumors it anti-correlated with lymph node metastasis (LNM) and disease stage. Considering blood, MMTV-like env gene positivity negatively correlated with age in general BC, while in Luminal-A tumors it positively correlated with Ki67 but negatively correlated with age and LNM. The associations with decreased LNM frequency were independent of other prognostic factors. Conclusion: MMTV-like env positivity is associated with better prognostic parameters in BC subtypes, which might be explainable by its anti-metastatic potential and by putative activation of immune milieu.
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Affiliation(s)
- Nathália de Sousa Pereira
- Laboratory of DNA Polymorphisms and Immunology, Department of Pathological Sciences, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (N.d.S.P.); (G.A.F.V.); (B.K.B.-H.); (M.A.E.W.)
| | - Glauco Akelinghton Freire Vitiello
- Laboratory of DNA Polymorphisms and Immunology, Department of Pathological Sciences, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (N.d.S.P.); (G.A.F.V.); (B.K.B.-H.); (M.A.E.W.)
| | - Bruna Karina Banin-Hirata
- Laboratory of DNA Polymorphisms and Immunology, Department of Pathological Sciences, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (N.d.S.P.); (G.A.F.V.); (B.K.B.-H.); (M.A.E.W.)
| | - Glaura Scantamburlo Alves Fernandes
- Department of General Biology, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (G.S.A.F.); (M.J.S.S.)
| | - Maria José Sparça Salles
- Department of General Biology, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (G.S.A.F.); (M.J.S.S.)
| | - Marla Karine Amarante
- Laboratory of DNA Polymorphisms and Immunology, Department of Pathological Sciences, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (N.d.S.P.); (G.A.F.V.); (B.K.B.-H.); (M.A.E.W.)
- Correspondence: ; Tel.: +55-43-3371-5630
| | - Maria Angelica Ehara Watanabe
- Laboratory of DNA Polymorphisms and Immunology, Department of Pathological Sciences, Biological Sciences Center, Londrina State University, Londrina, PR 86057-970, Brazil; (N.d.S.P.); (G.A.F.V.); (B.K.B.-H.); (M.A.E.W.)
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